Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 40336 |
| Missing cells | 509176 |
| Missing cells (%) | 28.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.5 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 39 |
|---|---|
| Categorical | 5 |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
AST is highly correlated with Bilirubin_direct | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with AST and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 2 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with BaseExcess and 1 other fields | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
DBP has 7411 (18.4%) missing values | Missing |
EtCO2 has 37120 (92.0%) missing values | Missing |
BaseExcess has 27126 (67.3%) missing values | Missing |
HCO3 has 20119 (49.9%) missing values | Missing |
FiO2 has 22527 (55.8%) missing values | Missing |
pH has 21401 (53.1%) missing values | Missing |
PaCO2 has 21980 (54.5%) missing values | Missing |
SaO2 has 27248 (67.6%) missing values | Missing |
AST has 25979 (64.4%) missing values | Missing |
BUN has 2018 (5.0%) missing values | Missing |
Alkalinephos has 26163 (64.9%) missing values | Missing |
Calcium has 5339 (13.2%) missing values | Missing |
Chloride has 18925 (46.9%) missing values | Missing |
Creatinine has 2049 (5.1%) missing values | Missing |
Bilirubin_direct has 38279 (94.9%) missing values | Missing |
Glucose has 1580 (3.9%) missing values | Missing |
Lactate has 27843 (69.0%) missing values | Missing |
Magnesium has 4931 (12.2%) missing values | Missing |
Phosphate has 12015 (29.8%) missing values | Missing |
Potassium has 1867 (4.6%) missing values | Missing |
Bilirubin_total has 26088 (64.7%) missing values | Missing |
TroponinI has 33283 (82.5%) missing values | Missing |
Hct has 2317 (5.7%) missing values | Missing |
Hgb has 2448 (6.1%) missing values | Missing |
PTT has 20098 (49.8%) missing values | Missing |
WBC has 2625 (6.5%) missing values | Missing |
Fibrinogen has 35821 (88.8%) missing values | Missing |
Platelets has 2577 (6.4%) missing values | Missing |
Unit1 has 15617 (38.7%) missing values | Missing |
Unit2 has 15617 (38.7%) missing values | Missing |
FiO2 is highly skewed (γ1 = -81.07615775) | Skewed |
ICULOS is highly skewed (γ1 = 77.93149665) | Skewed |
PatientID has unique values | Unique |
BaseExcess has 2279 (5.7%) zeros | Zeros |
HospAdmTime has 1313 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:27:10.332688 |
|---|---|
| Analysis finished | 2021-11-29 10:27:22.885779 |
| Duration | 12.55 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 40336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59671.27286 |
| Minimum | 1 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2017.75 |
| Q1 | 10084.75 |
| median | 20475.5 |
| Q3 | 109916.25 |
| 95-th percentile | 117983.25 |
| Maximum | 120000 |
| Range | 119999 |
| Interquartile range (IQR) | 99831.5 |
Descriptive statistics
| Standard deviation | 50251.33712 |
|---|---|
| Coefficient of variation (CV) | 0.842136169 |
| Kurtosis | -1.946653503 |
| Mean | 59671.27286 |
| Median Absolute Deviation (MAD) | 20307 |
| Skewness | 0.01560297418 |
| Sum | 2406900462 |
| Variance | 2525196883 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 106559 | 1 | < 0.1% |
| 106552 | 1 | < 0.1% |
| 106553 | 1 | < 0.1% |
| 106554 | 1 | < 0.1% |
| 106555 | 1 | < 0.1% |
| 106556 | 1 | < 0.1% |
| 106557 | 1 | < 0.1% |
| 106558 | 1 | < 0.1% |
| 106560 | 1 | < 0.1% |
| Other values (40326) | 40326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 120000 | 1 | |
| 119999 | 1 | |
| 119998 | 1 | |
| 119997 | 1 | |
| 119996 | 1 | |
| 119995 | 1 | |
| 119994 | 1 | |
| 119993 | 1 | |
| 119992 | 1 | |
| 119991 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 214 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.65462052 |
| Minimum | 20 |
|---|---|
| Maximum | 154.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 60 |
| median | 69 |
| Q3 | 78 |
| 95-th percentile | 94 |
| Maximum | 154.5 |
| Range | 134.5 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.85867914 |
|---|---|
| Coefficient of variation (CV) | 0.1989628116 |
| Kurtosis | 0.5707377749 |
| Mean | 69.65462052 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.4224599554 |
| Sum | 2809240.5 |
| Variance | 192.0629875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 1554 | 3.9% |
| 70 | 1353 | 3.4% |
| 68 | 1280 | 3.2% |
| 62 | 1170 | 2.9% |
| 66 | 1148 | 2.8% |
| 64 | 1131 | 2.8% |
| 72 | 1070 | 2.7% |
| 80 | 1032 | 2.6% |
| 74 | 1013 | 2.5% |
| 65 | 1004 | 2.5% |
| Other values (204) | 28576 |
| Value | Count | Frequency (%) |
| 20 | 4 | |
| 21 | 3 | |
| 22 | 4 | |
| 23 | 2 | < 0.1% |
| 23.5 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 25 | 5 | |
| 26 | 3 | |
| 26.5 | 1 | < 0.1% |
| 27 | 5 |
| Value | Count | Frequency (%) |
| 154.5 | 1 | |
| 146 | 1 | |
| 144 | 1 | |
| 140 | 1 | |
| 137 | 1 | |
| 136 | 1 | |
| 135 | 1 | |
| 134.5 | 1 | |
| 134 | 1 | |
| 133.5 | 1 |
O2Sat
Real number (ℝ≥0)
| Distinct | 136 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.91585644 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 91 |
| median | 93 |
| Q3 | 95 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.725975045 |
|---|---|
| Coefficient of variation (CV) | 0.07317535086 |
| Kurtosis | 34.44560217 |
| Mean | 91.91585644 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.774912602 |
| Sum | 3705863.5 |
| Variance | 45.23874031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 4856 | |
| 93 | 4727 | |
| 92 | 4358 | |
| 95 | 4353 | |
| 96 | 3400 | |
| 91 | 3094 | 7.7% |
| 90 | 2415 | 6.0% |
| 97 | 2295 | 5.7% |
| 98 | 1307 | 3.2% |
| 89 | 1275 | 3.2% |
| Other values (126) | 8238 |
| Value | Count | Frequency (%) |
| 20 | 14 | |
| 21 | 6 | |
| 22 | 9 | |
| 23 | 5 | < 0.1% |
| 24 | 8 | |
| 25 | 3 | < 0.1% |
| 26 | 7 | |
| 27 | 6 | |
| 28 | 8 | |
| 29 | 6 |
| Value | Count | Frequency (%) |
| 100 | 349 | 0.9% |
| 99.5 | 41 | 0.1% |
| 99 | 640 | 1.6% |
| 98.5 | 65 | 0.2% |
| 98 | 1307 | 3.2% |
| 97.5 | 118 | 0.3% |
| 97 | 2295 | |
| 96.5 | 172 | 0.4% |
| 96 | 3400 | |
| 95.5 | 207 | 0.5% |
Temp
Real number (ℝ≥0)
| Distinct | 327 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 284 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.07429616 |
| Minimum | 20.9 |
|---|---|
| Maximum | 39.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20.9 |
|---|---|
| 5-th percentile | 35.06 |
| Q1 | 35.7 |
| median | 36.1 |
| Q3 | 36.5 |
| 95-th percentile | 37 |
| Maximum | 39.33 |
| Range | 18.43 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.6855312438 |
|---|---|
| Coefficient of variation (CV) | 0.01900331584 |
| Kurtosis | 29.37012616 |
| Mean | 36.07429616 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -2.326754768 |
| Sum | 1444847.71 |
| Variance | 0.4699530863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 2913 | 7.2% |
| 36.5 | 1824 | 4.5% |
| 36.2 | 1537 | 3.8% |
| 36.4 | 1518 | 3.8% |
| 36.3 | 1416 | 3.5% |
| 36.1 | 1389 | 3.4% |
| 35.9 | 1271 | 3.2% |
| 35.8 | 1192 | 3.0% |
| 36.11 | 1168 | 2.9% |
| 35.5 | 1058 | 2.6% |
| Other values (317) | 24766 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 23.6 | 1 | < 0.1% |
| 26.6 | 1 | < 0.1% |
| 26.67 | 5 | |
| 28 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| 29.61 | 1 | < 0.1% |
| 29.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.33 | 1 | < 0.1% |
| 39.2 | 1 | < 0.1% |
| 39.17 | 1 | < 0.1% |
| 39.11 | 1 | < 0.1% |
| 39.1 | 1 | < 0.1% |
| 38.89 | 1 | < 0.1% |
| 38.83 | 1 | < 0.1% |
| 38.8 | 3 | |
| 38.78 | 1 | < 0.1% |
| 38.7 | 3 |
| Distinct | 393 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 282 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.20425351 |
| Minimum | 20 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 73.5 |
| Q1 | 87 |
| median | 95 |
| Q3 | 106.5 |
| 95-th percentile | 127.5 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 16.72265311 |
|---|---|
| Coefficient of variation (CV) | 0.1720362279 |
| Kurtosis | 1.331382014 |
| Mean | 97.20425351 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.3952624199 |
| Sum | 3893419.17 |
| Variance | 279.647127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 1334 | 3.3% |
| 91 | 1174 | 2.9% |
| 92 | 1171 | 2.9% |
| 94 | 1131 | 2.8% |
| 93 | 1075 | 2.7% |
| 95 | 990 | 2.5% |
| 96 | 960 | 2.4% |
| 97 | 949 | 2.4% |
| 89 | 937 | 2.3% |
| 98 | 933 | 2.3% |
| Other values (383) | 29400 |
| Value | Count | Frequency (%) |
| 20 | 4 | |
| 21 | 2 | < 0.1% |
| 22 | 6 | |
| 23.5 | 1 | < 0.1% |
| 24 | 5 | |
| 25 | 5 | |
| 26 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 28 | 3 |
| Value | Count | Frequency (%) |
| 190 | 1 | |
| 187 | 1 | |
| 183 | 1 | |
| 181 | 1 | |
| 180 | 2 | |
| 178.5 | 1 | |
| 176 | 1 | |
| 174 | 1 | |
| 172 | 1 | |
| 171 | 1 |
| Distinct | 428 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 104 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.57407611 |
| Minimum | 20 |
|---|---|
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 57 |
| median | 63 |
| Q3 | 72 |
| 95-th percentile | 87 |
| Maximum | 140 |
| Range | 120 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.63975685 |
|---|---|
| Coefficient of variation (CV) | 0.1957404211 |
| Kurtosis | 1.198004199 |
| Mean | 64.57407611 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4357847718 |
| Sum | 2597944.23 |
| Variance | 159.7634533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 1374 | 3.4% |
| 62 | 1372 | 3.4% |
| 64 | 1322 | 3.3% |
| 61 | 1310 | 3.2% |
| 63 | 1241 | 3.1% |
| 58 | 1215 | 3.0% |
| 59 | 1130 | 2.8% |
| 66 | 1112 | 2.8% |
| 65 | 1103 | 2.7% |
| 68 | 1083 | 2.7% |
| Other values (418) | 27970 |
| Value | Count | Frequency (%) |
| 20 | 19 | |
| 20.33 | 1 | < 0.1% |
| 20.5 | 2 | < 0.1% |
| 21 | 7 | < 0.1% |
| 21.33 | 1 | < 0.1% |
| 21.5 | 1 | < 0.1% |
| 22 | 15 | |
| 22.5 | 3 | < 0.1% |
| 23 | 12 | |
| 23.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 140 | 1 | |
| 136 | 1 | |
| 130 | 1 | |
| 129 | 2 | |
| 126 | 1 | |
| 125 | 2 | |
| 124 | 1 | |
| 123 | 1 | |
| 122.5 | 2 | |
| 122 | 2 |
| Distinct | 192 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 7411 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.2514044 |
| Minimum | 20 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34.5 |
| Q1 | 43.5 |
| median | 50 |
| Q3 | 56 |
| 95-th percentile | 69 |
| Maximum | 134 |
| Range | 114 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 10.38313907 |
|---|---|
| Coefficient of variation (CV) | 0.2066238585 |
| Kurtosis | 1.033972871 |
| Mean | 50.2514044 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.4665701875 |
| Sum | 1654527.49 |
| Variance | 107.809577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 1575 | 3.9% |
| 52 | 1343 | 3.3% |
| 48 | 1335 | 3.3% |
| 51 | 1314 | 3.3% |
| 46 | 1270 | 3.1% |
| 44 | 1243 | 3.1% |
| 49 | 1160 | 2.9% |
| 47 | 1133 | 2.8% |
| 45 | 1118 | 2.8% |
| 53 | 1117 | 2.8% |
| Other values (182) | 20317 | |
| (Missing) | 7411 | 18.4% |
| Value | Count | Frequency (%) |
| 20 | 29 | |
| 20.5 | 4 | < 0.1% |
| 21 | 20 | |
| 21.5 | 6 | < 0.1% |
| 22 | 27 | |
| 22.5 | 1 | < 0.1% |
| 23 | 38 | |
| 23.25 | 1 | < 0.1% |
| 23.5 | 2 | < 0.1% |
| 24 | 45 |
| Value | Count | Frequency (%) |
| 134 | 1 | < 0.1% |
| 117 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 105 | 2 | < 0.1% |
| 100.5 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 3 | |
| 95 | 6 |
Resp
Real number (ℝ≥0)
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 71 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.55075723 |
| Minimum | 1 |
|---|---|
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 12 |
| Q3 | 15 |
| 95-th percentile | 18 |
| Maximum | 35 |
| Range | 34 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.507440418 |
|---|---|
| Coefficient of variation (CV) | 0.2794604623 |
| Kurtosis | 1.491944718 |
| Mean | 12.55075723 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.006659246793 |
| Sum | 505356.24 |
| Variance | 12.30213829 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 6342 | |
| 10 | 4752 | |
| 14 | 4727 | |
| 16 | 3543 | |
| 11 | 3437 | |
| 13 | 3172 | |
| 15 | 2785 | |
| 9 | 1862 | 4.6% |
| 8 | 1537 | 3.8% |
| 18 | 1506 | 3.7% |
| Other values (77) | 6602 |
| Value | Count | Frequency (%) |
| 1 | 246 | |
| 1.5 | 18 | < 0.1% |
| 2 | 191 | |
| 2.5 | 19 | < 0.1% |
| 3 | 159 | |
| 3.5 | 13 | < 0.1% |
| 3.84 | 1 | < 0.1% |
| 4 | 168 | |
| 4.5 | 7 | < 0.1% |
| 5 | 230 |
| Value | Count | Frequency (%) |
| 35 | 2 | < 0.1% |
| 34 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 4 | < 0.1% |
| 31 | 2 | < 0.1% |
| 30 | 5 | < 0.1% |
| 29 | 5 | < 0.1% |
| 28.5 | 1 | < 0.1% |
| 28 | 16 | |
| 27.5 | 1 | < 0.1% |
| Distinct | 91 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 37120 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.01912313 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 22 |
| median | 28 |
| Q3 | 33 |
| 95-th percentile | 39.5 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.00698314 |
|---|---|
| Coefficient of variation (CV) | 0.3928382442 |
| Kurtosis | 16.56850982 |
| Mean | 28.01912313 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 2.812296261 |
| Sum | 90109.5 |
| Variance | 121.1536777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 155 | 0.4% |
| 28 | 145 | 0.4% |
| 32 | 130 | 0.3% |
| 24 | 128 | 0.3% |
| 29 | 128 | 0.3% |
| 26 | 123 | 0.3% |
| 31 | 121 | 0.3% |
| 27 | 113 | 0.3% |
| 34 | 111 | 0.3% |
| 25 | 109 | 0.3% |
| Other values (81) | 1953 | 4.8% |
| (Missing) | 37120 |
| Value | Count | Frequency (%) |
| 10 | 75 | |
| 10.5 | 13 | < 0.1% |
| 11 | 31 | |
| 11.5 | 8 | < 0.1% |
| 12 | 42 | |
| 12.5 | 9 | < 0.1% |
| 13 | 40 | |
| 13.5 | 10 | < 0.1% |
| 14 | 31 | |
| 14.5 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7 | |
| 99 | 4 | |
| 98 | 6 | |
| 97 | 9 | |
| 96 | 3 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 2 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 4 | |
| 86 | 1 | < 0.1% |
| Distinct | 259 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 27126 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.362978804 |
| Minimum | -32 |
|---|---|
| Maximum | 25 |
| Zeros | 2279 |
| Zeros (%) | 5.7% |
| Negative | 8592 |
| Negative (%) | 21.3% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -32 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -5 |
| median | -2 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 25 |
| Range | 57 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.570287145 |
|---|---|
| Coefficient of variation (CV) | -1.934121092 |
| Kurtosis | 4.009071009 |
| Mean | -2.362978804 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.6233027456 |
| Sum | -31214.95 |
| Variance | 20.88752459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2279 | 5.7% |
| -2 | 1341 | 3.3% |
| -3 | 1262 | 3.1% |
| -1 | 1246 | 3.1% |
| -4 | 1013 | 2.5% |
| -5 | 829 | 2.1% |
| -6 | 615 | 1.5% |
| 1 | 589 | 1.5% |
| 2 | 459 | 1.1% |
| -7 | 424 | 1.1% |
| Other values (249) | 3153 | 7.8% |
| (Missing) | 27126 |
| Value | Count | Frequency (%) |
| -32 | 1 | < 0.1% |
| -30 | 1 | < 0.1% |
| -29 | 2 | < 0.1% |
| -28 | 2 | < 0.1% |
| -27 | 5 | |
| -26.5 | 1 | < 0.1% |
| -26 | 4 | |
| -25.5 | 1 | < 0.1% |
| -25 | 7 | |
| -24 | 9 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 5 | |
| 16 | 10 | |
| 15 | 5 | |
| 14 | 8 |
| Distinct | 205 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 20119 |
| Missing (%) | 49.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.15542613 |
| Minimum | 0 |
|---|---|
| Maximum | 53 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 21 |
| median | 23 |
| Q3 | 25.4 |
| 95-th percentile | 30 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range (IQR) | 4.4 |
Descriptive statistics
| Standard deviation | 4.261534835 |
|---|---|
| Coefficient of variation (CV) | 0.184040441 |
| Kurtosis | 2.616114142 |
| Mean | 23.15542613 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.04858483908 |
| Sum | 468133.25 |
| Variance | 18.16067915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 2386 | 5.9% |
| 23 | 2367 | 5.9% |
| 22 | 2129 | 5.3% |
| 25 | 1995 | 4.9% |
| 21 | 1626 | 4.0% |
| 26 | 1593 | 3.9% |
| 20 | 1253 | 3.1% |
| 27 | 1146 | 2.8% |
| 19 | 895 | 2.2% |
| 28 | 711 | 1.8% |
| Other values (195) | 4116 | 10.2% |
| (Missing) | 20119 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 17 | < 0.1% |
| 7 | 9 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 8 | 31 | |
| 8.4 | 1 | < 0.1% |
| 9 | 31 | |
| 10 | 50 | |
| 10.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 47 | 2 | < 0.1% |
| 46 | 2 | < 0.1% |
| 45 | 4 | < 0.1% |
| 44 | 4 | < 0.1% |
| 43 | 7 | < 0.1% |
| 42 | 9 | |
| 41 | 8 | |
| 40 | 18 |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 22527 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4304548262 |
| Minimum | -50 |
|---|---|
| Maximum | 10 |
| Zeros | 64 |
| Zeros (%) | 0.2% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -50 |
|---|---|
| 5-th percentile | 0.21 |
| Q1 | 0.4 |
| median | 0.4 |
| Q3 | 0.5 |
| 95-th percentile | 0.7 |
| Maximum | 10 |
| Range | 60 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.5614511943 |
|---|---|
| Coefficient of variation (CV) | 1.304320826 |
| Kurtosis | 7314.619527 |
| Mean | 0.4304548262 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -81.07615775 |
| Sum | 7665.97 |
| Variance | 0.3152274436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 8145 | 20.2% |
| 0.5 | 3914 | 9.7% |
| 0.35 | 1106 | 2.7% |
| 0.21 | 814 | 2.0% |
| 0.3 | 746 | 1.8% |
| 1 | 640 | 1.6% |
| 0.6 | 428 | 1.1% |
| 0.28 | 328 | 0.8% |
| 0.7 | 288 | 0.7% |
| 0.45 | 236 | 0.6% |
| Other values (72) | 1164 | 2.9% |
| (Missing) | 22527 |
| Value | Count | Frequency (%) |
| -50 | 2 | < 0.1% |
| 0 | 64 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 36 | |
| 0.03 | 23 | 0.1% |
| 0.04 | 55 | |
| 0.05 | 20 | < 0.1% |
| 0.06 | 15 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.1 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1 | 640 | |
| 0.99 | 3 | < 0.1% |
| 0.98 | 7 | < 0.1% |
| 0.96 | 2 | < 0.1% |
| 0.95 | 42 | 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 21401 |
| Missing (%) | 53.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.339229469 |
| Minimum | 6.62 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 6.62 |
|---|---|
| 5-th percentile | 7.2 |
| Q1 | 7.3 |
| median | 7.35 |
| Q3 | 7.39 |
| 95-th percentile | 7.46 |
| Maximum | 7.73 |
| Range | 1.11 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 0.08416769452 |
|---|---|
| Coefficient of variation (CV) | 0.01146819225 |
| Kurtosis | 4.613143098 |
| Mean | 7.339229469 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -1.159525453 |
| Sum | 138968.31 |
| Variance | 0.0070842008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.36 | 1162 | 2.9% |
| 7.34 | 1118 | 2.8% |
| 7.35 | 1075 | 2.7% |
| 7.32 | 1062 | 2.6% |
| 7.37 | 1023 | 2.5% |
| 7.38 | 1012 | 2.5% |
| 7.33 | 982 | 2.4% |
| 7.31 | 888 | 2.2% |
| 7.4 | 873 | 2.2% |
| 7.39 | 835 | 2.1% |
| Other values (81) | 8905 | |
| (Missing) | 21401 |
| Value | Count | Frequency (%) |
| 6.62 | 1 | < 0.1% |
| 6.63 | 1 | < 0.1% |
| 6.65 | 1 | < 0.1% |
| 6.71 | 1 | < 0.1% |
| 6.72 | 1 | < 0.1% |
| 6.73 | 1 | < 0.1% |
| 6.78 | 2 | |
| 6.79 | 1 | < 0.1% |
| 6.81 | 3 | |
| 6.82 | 4 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | < 0.1% |
| 7.66 | 1 | < 0.1% |
| 7.63 | 1 | < 0.1% |
| 7.61 | 2 | < 0.1% |
| 7.6 | 4 | < 0.1% |
| 7.59 | 4 | < 0.1% |
| 7.58 | 3 | < 0.1% |
| 7.57 | 5 | < 0.1% |
| 7.56 | 11 | |
| 7.55 | 14 |
| Distinct | 381 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 21980 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.92621486 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 32 |
| median | 36 |
| Q3 | 41 |
| 95-th percentile | 51 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.380026293 |
|---|---|
| Coefficient of variation (CV) | 0.2269397588 |
| Kurtosis | 5.91974179 |
| Mean | 36.92621486 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.512382669 |
| Sum | 677817.6 |
| Variance | 70.22484067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1083 | 2.7% |
| 34 | 1054 | 2.6% |
| 35 | 1023 | 2.5% |
| 38 | 995 | 2.5% |
| 37 | 986 | 2.4% |
| 32 | 938 | 2.3% |
| 33 | 908 | 2.3% |
| 39 | 794 | 2.0% |
| 40 | 794 | 2.0% |
| 31 | 773 | 1.9% |
| Other values (371) | 9008 | |
| (Missing) | 21980 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 3 | < 0.1% |
| 13 | 3 | < 0.1% |
| 14 | 4 | < 0.1% |
| 15 | 13 | |
| 15.3 | 1 | < 0.1% |
| 16 | 15 | |
| 16.2 | 1 | < 0.1% |
| 16.4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 95 | 2 | |
| 94 | 2 | |
| 93.4 | 1 | < 0.1% |
| 93 | 2 | |
| 91 | 1 | < 0.1% |
| 89.5 | 1 | < 0.1% |
| 89 | 3 | |
| 88.1 | 1 | < 0.1% |
| 88 | 2 |
| Distinct | 364 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 27248 |
| Missing (%) | 67.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.66616748 |
| Minimum | 23 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 85 |
| median | 95.8 |
| Q3 | 97.9 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 77 |
| Interquartile range (IQR) | 12.9 |
Descriptive statistics
| Standard deviation | 14.03873552 |
|---|---|
| Coefficient of variation (CV) | 0.158332495 |
| Kurtosis | 1.375172105 |
| Mean | 88.66616748 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | -1.562862534 |
| Sum | 1160462.8 |
| Variance | 197.0860949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 1392 | 3.5% |
| 97 | 1140 | 2.8% |
| 96 | 741 | 1.8% |
| 95 | 451 | 1.1% |
| 99 | 422 | 1.0% |
| 94 | 361 | 0.9% |
| 93 | 227 | 0.6% |
| 92 | 155 | 0.4% |
| 63 | 129 | 0.3% |
| 98.8 | 120 | 0.3% |
| Other values (354) | 7950 | 19.7% |
| (Missing) | 27248 |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 2 | |
| 28 | 1 | < 0.1% |
| 29 | 3 | |
| 29.1 | 1 | < 0.1% |
| 30 | 4 | |
| 31 | 1 | < 0.1% |
| 32 | 2 |
| Value | Count | Frequency (%) |
| 100 | 19 | < 0.1% |
| 99.9 | 30 | |
| 99.8 | 38 | |
| 99.7 | 48 | |
| 99.6 | 54 | |
| 99.55 | 2 | < 0.1% |
| 99.5 | 64 | |
| 99.45 | 2 | < 0.1% |
| 99.4 | 71 | |
| 99.3 | 58 |
| Distinct | 851 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 25979 |
| Missing (%) | 64.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.94702932 |
| Minimum | 3 |
|---|---|
| Maximum | 9210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 20 |
| median | 31 |
| Q3 | 61 |
| 95-th percentile | 319.2 |
| Maximum | 9210 |
| Range | 9207 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 353.2283957 |
|---|---|
| Coefficient of variation (CV) | 3.56987368 |
| Kurtosis | 203.0301688 |
| Mean | 98.94702932 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 12.29490508 |
| Sum | 1420582.5 |
| Variance | 124770.2996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 486 | 1.2% |
| 18 | 455 | 1.1% |
| 19 | 448 | 1.1% |
| 16 | 439 | 1.1% |
| 20 | 429 | 1.1% |
| 21 | 416 | 1.0% |
| 15 | 396 | 1.0% |
| 24 | 390 | 1.0% |
| 22 | 389 | 1.0% |
| 14 | 366 | 0.9% |
| Other values (841) | 10143 | 25.1% |
| (Missing) | 25979 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 11 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 15 | < 0.1% |
| 8 | 43 | 0.1% |
| 9 | 63 | 0.2% |
| 10 | 122 | |
| 11 | 181 |
| Value | Count | Frequency (%) |
| 9210 | 1 | |
| 8591 | 1 | |
| 8567 | 1 | |
| 7906 | 1 | |
| 7174 | 1 | |
| 6884 | 1 | |
| 6713 | 1 | |
| 6560 | 1 | |
| 6000 | 1 | |
| 5897 | 1 |
| Distinct | 187 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2018 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.7710084 |
| Minimum | 1 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 52 |
| Maximum | 184 |
| Range | 183 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 16.45862674 |
|---|---|
| Coefficient of variation (CV) | 0.8324626849 |
| Kurtosis | 11.26213096 |
| Mean | 19.7710084 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.813857588 |
| Sum | 757585.5 |
| Variance | 270.8863941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 2183 | 5.4% |
| 11 | 2183 | 5.4% |
| 13 | 2172 | 5.4% |
| 10 | 2067 | 5.1% |
| 14 | 1972 | 4.9% |
| 9 | 1901 | 4.7% |
| 15 | 1809 | 4.5% |
| 8 | 1689 | 4.2% |
| 16 | 1576 | 3.9% |
| 17 | 1525 | 3.8% |
| Other values (177) | 19241 | |
| (Missing) | 2018 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 57 | 0.1% |
| 2 | 122 | 0.3% |
| 2.5 | 1 | < 0.1% |
| 3 | 325 | 0.8% |
| 3.5 | 1 | < 0.1% |
| 4 | 520 | |
| 4.5 | 2 | < 0.1% |
| 5 | 823 | |
| 5.5 | 2 | < 0.1% |
| 6 | 1112 |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 177 | 1 | |
| 173 | 1 | |
| 170 | 2 | |
| 169 | 1 | |
| 165 | 1 | |
| 162 | 1 | |
| 161 | 1 | |
| 160 | 1 | |
| 159 | 1 |
| Distinct | 561 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 26163 |
| Missing (%) | 64.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.10953926 |
| Minimum | 7 |
|---|---|
| Maximum | 3619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 52 |
| median | 70 |
| Q3 | 100 |
| 95-th percentile | 220 |
| Maximum | 3619 |
| Range | 3612 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 99.06438857 |
|---|---|
| Coefficient of variation (CV) | 1.063955308 |
| Kurtosis | 202.0913631 |
| Mean | 93.10953926 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 9.893273472 |
| Sum | 1319641.5 |
| Variance | 9813.753083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 227 | 0.6% |
| 56 | 225 | 0.6% |
| 52 | 217 | 0.5% |
| 49 | 214 | 0.5% |
| 54 | 213 | 0.5% |
| 53 | 211 | 0.5% |
| 61 | 206 | 0.5% |
| 50 | 205 | 0.5% |
| 46 | 202 | 0.5% |
| 55 | 202 | 0.5% |
| Other values (551) | 12051 | |
| (Missing) | 26163 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
| 14 | 4 | < 0.1% |
| 15 | 7 | |
| 16 | 8 | |
| 17 | 9 | |
| 18 | 10 | |
| 19 | 12 |
| Value | Count | Frequency (%) |
| 3619 | 1 | |
| 2528 | 1 | |
| 2101 | 1 | |
| 1919 | 1 | |
| 1776 | 1 | |
| 1669 | 1 | |
| 1650 | 2 | |
| 1437 | 1 | |
| 1436 | 1 | |
| 1214 | 1 |
| Distinct | 340 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 5339 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.403726319 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.13 |
| Q1 | 7.5 |
| median | 8.2 |
| Q3 | 8.6 |
| 95-th percentile | 9.3 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 2.394208939 |
|---|---|
| Coefficient of variation (CV) | 0.3233789089 |
| Kurtosis | 3.026393404 |
| Mean | 7.403726319 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -1.809666996 |
| Sum | 259108.21 |
| Variance | 5.732236443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.3 | 1943 | 4.8% |
| 8.2 | 1867 | 4.6% |
| 8.4 | 1837 | 4.6% |
| 8.5 | 1829 | 4.5% |
| 8.1 | 1779 | 4.4% |
| 8.6 | 1738 | 4.3% |
| 8 | 1610 | 4.0% |
| 7.9 | 1505 | 3.7% |
| 8.7 | 1453 | 3.6% |
| 8.8 | 1390 | 3.4% |
| Other values (330) | 18046 | |
| (Missing) | 5339 | 13.2% |
| Value | Count | Frequency (%) |
| 1 | 52 | 0.1% |
| 1.01 | 55 | 0.1% |
| 1.02 | 74 | |
| 1.03 | 71 | |
| 1.04 | 93 | |
| 1.05 | 78 | |
| 1.06 | 113 | |
| 1.07 | 108 | |
| 1.08 | 155 | |
| 1.09 | 169 |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 23.7 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18.8 | 2 | < 0.1% |
| 18.6 | 3 | |
| 18.2 | 4 | |
| 18 | 2 | < 0.1% |
| 17.8 | 5 | |
| 17.6 | 1 | < 0.1% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 18925 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.9236607 |
| Minimum | 26 |
|---|---|
| Maximum | 137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 101 |
| median | 104 |
| Q3 | 107 |
| 95-th percentile | 112 |
| Maximum | 137 |
| Range | 111 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.317791881 |
|---|---|
| Coefficient of variation (CV) | 0.05117017475 |
| Kurtosis | 5.220321269 |
| Mean | 103.9236607 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.6957498632 |
| Sum | 2225109.5 |
| Variance | 28.27891048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105 | 1909 | 4.7% |
| 104 | 1814 | 4.5% |
| 106 | 1799 | 4.5% |
| 103 | 1737 | 4.3% |
| 107 | 1640 | 4.1% |
| 102 | 1507 | 3.7% |
| 108 | 1326 | 3.3% |
| 101 | 1268 | 3.1% |
| 109 | 1095 | 2.7% |
| 100 | 1090 | 2.7% |
| Other values (70) | 6226 | 15.4% |
| (Missing) | 18925 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 73 | 2 | |
| 74 | 2 | |
| 75 | 3 | |
| 76 | 3 | |
| 78 | 4 |
| Value | Count | Frequency (%) |
| 137 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 130 | 2 | < 0.1% |
| 129 | 1 | < 0.1% |
| 128 | 2 | < 0.1% |
| 127 | 2 | < 0.1% |
| 125 | 2 | < 0.1% |
| 124 | 9 |
| Distinct | 1053 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 2049 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.310148092 |
| Minimum | 0.1 |
|---|---|
| Maximum | 25.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.47 |
| Q1 | 0.68 |
| median | 0.85 |
| Q3 | 1.2 |
| 95-th percentile | 4.177 |
| Maximum | 25.1 |
| Range | 25 |
| Interquartile range (IQR) | 0.52 |
Descriptive statistics
| Standard deviation | 1.615869721 |
|---|---|
| Coefficient of variation (CV) | 1.23334891 |
| Kurtosis | 34.44470709 |
| Mean | 1.310148092 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 4.988954212 |
| Sum | 50161.64 |
| Variance | 2.611034954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 3071 | 7.6% |
| 0.8 | 2853 | 7.1% |
| 0.6 | 2602 | 6.5% |
| 0.9 | 2086 | 5.2% |
| 0.5 | 1863 | 4.6% |
| 1 | 1538 | 3.8% |
| 1.1 | 1070 | 2.7% |
| 0.4 | 876 | 2.2% |
| 1.2 | 818 | 2.0% |
| 1.3 | 604 | 1.5% |
| Other values (1043) | 20906 | |
| (Missing) | 2049 | 5.1% |
| Value | Count | Frequency (%) |
| 0.1 | 18 | < 0.1% |
| 0.2 | 72 | |
| 0.21 | 1 | < 0.1% |
| 0.22 | 2 | < 0.1% |
| 0.23 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.27 | 2 | < 0.1% |
| 0.28 | 5 | < 0.1% |
| 0.29 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.1 | 1 | |
| 25 | 1 | |
| 23.83 | 1 | |
| 23.71 | 1 | |
| 23.65 | 1 | |
| 22.96 | 1 | |
| 22.01 | 1 | |
| 21.97 | 1 | |
| 21.46 | 1 | |
| 21.31 | 1 |
| Distinct | 204 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 38279 |
| Missing (%) | 94.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.168274186 |
| Minimum | 0.01 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.3 |
| Q3 | 0.9 |
| 95-th percentile | 5 |
| Maximum | 37.5 |
| Range | 37.49 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 2.859593602 |
|---|---|
| Coefficient of variation (CV) | 2.447707599 |
| Kurtosis | 44.43655636 |
| Mean | 1.168274186 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.810856783 |
| Sum | 2403.14 |
| Variance | 8.177275571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 493 | 1.2% |
| 0.2 | 334 | 0.8% |
| 0.3 | 165 | 0.4% |
| 0.4 | 130 | 0.3% |
| 0.5 | 70 | 0.2% |
| 0.6 | 61 | 0.2% |
| 0.7 | 44 | 0.1% |
| 1 | 37 | 0.1% |
| 0.8 | 33 | 0.1% |
| 1.1 | 32 | 0.1% |
| Other values (194) | 658 | 1.6% |
| (Missing) | 38279 |
| Value | Count | Frequency (%) |
| 0.01 | 7 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.05 | 6 | < 0.1% |
| 0.06 | 6 | < 0.1% |
| 0.07 | 7 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.09 | 11 | < 0.1% |
| 0.1 | 493 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 22.8 | 1 | |
| 22.2 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 20.57 | 1 | |
| 20 | 2 | |
| 19.8 | 1 |
| Distinct | 485 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1580 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.6776326 |
| Minimum | 10 |
|---|---|
| Maximum | 666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 86 |
| median | 100 |
| Q3 | 117 |
| 95-th percentile | 159 |
| Maximum | 666 |
| Range | 656 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 31.97774388 |
|---|---|
| Coefficient of variation (CV) | 0.3054878399 |
| Kurtosis | 15.61004895 |
| Mean | 104.6776326 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 2.289946953 |
| Sum | 4056886.33 |
| Variance | 1022.576104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97 | 741 | 1.8% |
| 95 | 735 | 1.8% |
| 100 | 727 | 1.8% |
| 96 | 723 | 1.8% |
| 90 | 705 | 1.7% |
| 98 | 702 | 1.7% |
| 93 | 696 | 1.7% |
| 94 | 694 | 1.7% |
| 91 | 690 | 1.7% |
| 88 | 688 | 1.7% |
| Other values (475) | 31655 | |
| (Missing) | 1580 | 3.9% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 2 | |
| 21 | 3 |
| Value | Count | Frequency (%) |
| 666 | 1 | |
| 651 | 1 | |
| 563 | 1 | |
| 501 | 1 | |
| 472 | 1 | |
| 434 | 2 | |
| 420 | 1 | |
| 418 | 1 | |
| 415 | 2 | |
| 409 | 1 |
| Distinct | 575 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 27843 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.712478988 |
| Minimum | 0.2 |
|---|---|
| Maximum | 26.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1 |
| median | 1.4 |
| Q3 | 1.9 |
| 95-th percentile | 3.6 |
| Maximum | 26.9 |
| Range | 26.7 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.385558634 |
|---|---|
| Coefficient of variation (CV) | 0.8090952611 |
| Kurtosis | 48.87845454 |
| Mean | 1.712478988 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 5.543861241 |
| Sum | 21394 |
| Variance | 1.919772729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 681 | 1.7% |
| 1.2 | 642 | 1.6% |
| 0.9 | 641 | 1.6% |
| 1.1 | 606 | 1.5% |
| 1.3 | 556 | 1.4% |
| 0.8 | 545 | 1.4% |
| 1.4 | 514 | 1.3% |
| 1.6 | 419 | 1.0% |
| 1.5 | 406 | 1.0% |
| 0.7 | 346 | 0.9% |
| Other values (565) | 7137 | 17.7% |
| (Missing) | 27843 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 19 | < 0.1% |
| 0.46 | 1 | < 0.1% |
| 0.5 | 61 | |
| 0.53 | 3 | < 0.1% |
| 0.54 | 2 | < 0.1% |
| 0.55 | 3 | < 0.1% |
| 0.56 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.9 | 1 | |
| 22.4 | 1 | |
| 19.12 | 1 | |
| 17.8 | 1 | |
| 17.75 | 2 | |
| 17.5 | 1 | |
| 17.42 | 1 | |
| 17.4 | 1 | |
| 16.75 | 1 | |
| 16.7 | 1 |
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4931 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.882682672 |
| Minimum | 0.2 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 1.7 |
| median | 1.9 |
| Q3 | 2.1 |
| 95-th percentile | 2.4 |
| Maximum | 8.2 |
| Range | 8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.3329834783 |
|---|---|
| Coefficient of variation (CV) | 0.1768664912 |
| Kurtosis | 11.54294471 |
| Mean | 1.882682672 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.237828443 |
| Sum | 66656.38 |
| Variance | 0.1108779968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.9 | 5306 | |
| 1.8 | 5150 | |
| 1.7 | 4155 | |
| 2 | 4154 | |
| 2.1 | 3158 | |
| 1.6 | 2977 | |
| 2.2 | 2149 | |
| 1.5 | 1922 | 4.8% |
| 2.3 | 1399 | 3.5% |
| 1.4 | 1163 | 2.9% |
| Other values (57) | 3872 | |
| (Missing) | 4931 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 6 | < 0.1% |
| 0.8 | 13 | < 0.1% |
| 0.9 | 40 | 0.1% |
| 1 | 115 | 0.3% |
| 1.1 | 195 | |
| 1.14 | 1 | < 0.1% |
| 1.2 | 376 |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 6.5 | 2 | |
| 6.2 | 2 | |
| 6 | 1 | |
| 5.4 | 1 | |
| 5.1 | 1 | |
| 5 | 1 | |
| 4.9 | 2 | |
| 4.8 | 1 | |
| 4.6 | 1 |
| Distinct | 141 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 12015 |
| Missing (%) | 29.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.221243953 |
| Minimum | 0.2 |
|---|---|
| Maximum | 13.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 2.4 |
| median | 3.1 |
| Q3 | 3.8 |
| 95-th percentile | 5.4 |
| Maximum | 13.5 |
| Range | 13.3 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 1.23097838 |
|---|---|
| Coefficient of variation (CV) | 0.3821437921 |
| Kurtosis | 4.85223481 |
| Mean | 3.221243953 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 1.418484455 |
| Sum | 91228.85 |
| Variance | 1.515307771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.9 | 1168 | 2.9% |
| 3.1 | 1145 | 2.8% |
| 3.2 | 1124 | 2.8% |
| 2.8 | 1121 | 2.8% |
| 2.7 | 1120 | 2.8% |
| 3 | 1078 | 2.7% |
| 2.6 | 1058 | 2.6% |
| 3.3 | 1050 | 2.6% |
| 2.5 | 1019 | 2.5% |
| 3.4 | 1008 | 2.5% |
| Other values (131) | 17430 | |
| (Missing) | 12015 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 11 | < 0.1% |
| 0.6 | 38 | 0.1% |
| 0.7 | 40 | 0.1% |
| 0.8 | 59 | |
| 0.85 | 1 | < 0.1% |
| 0.9 | 42 | 0.1% |
| 1 | 131 |
| Value | Count | Frequency (%) |
| 13.5 | 1 | < 0.1% |
| 12.9 | 1 | < 0.1% |
| 12.4 | 1 | < 0.1% |
| 12.3 | 1 | < 0.1% |
| 12.2 | 2 | < 0.1% |
| 12.1 | 1 | < 0.1% |
| 12 | 6 | |
| 11.8 | 1 | < 0.1% |
| 11.7 | 1 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| Distinct | 250 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1867 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.809902519 |
| Minimum | 1 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3.5 |
| median | 3.8 |
| Q3 | 4.1 |
| 95-th percentile | 4.7 |
| Maximum | 9.8 |
| Range | 8.8 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.5150364389 |
|---|---|
| Coefficient of variation (CV) | 0.1351836264 |
| Kurtosis | 3.983847802 |
| Mean | 3.809902519 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.6604414302 |
| Sum | 146563.14 |
| Variance | 0.2652625334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.8 | 3446 | 8.5% |
| 3.7 | 3405 | 8.4% |
| 3.6 | 3202 | 7.9% |
| 3.9 | 3152 | 7.8% |
| 4 | 2696 | 6.7% |
| 3.5 | 2696 | 6.7% |
| 4.1 | 2344 | 5.8% |
| 3.4 | 2328 | 5.8% |
| 4.2 | 1891 | 4.7% |
| 3.3 | 1824 | 4.5% |
| Other values (240) | 11485 | |
| (Missing) | 1867 | 4.6% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.3 | 3 | < 0.1% |
| 1.4 | 2 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| 1.8 | 3 | < 0.1% |
| 1.9 | 10 | |
| 2 | 11 | |
| 2.1 | 16 |
| Value | Count | Frequency (%) |
| 9.8 | 1 | < 0.1% |
| 9.4 | 2 | |
| 9.2 | 2 | |
| 9 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.6 | 3 | |
| 7.49 | 1 | < 0.1% |
| 7.4 | 2 | |
| 7.2 | 1 | < 0.1% |
| Distinct | 256 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 26088 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.324933324 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 0.7 |
| Q3 | 1.2 |
| 95-th percentile | 3.7 |
| Maximum | 49.2 |
| Range | 49.1 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 2.783787126 |
|---|---|
| Coefficient of variation (CV) | 2.101077145 |
| Kurtosis | 83.56325878 |
| Mean | 1.324933324 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 8.049036374 |
| Sum | 18877.65 |
| Variance | 7.749470761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1539 | 3.8% |
| 0.4 | 1487 | 3.7% |
| 0.6 | 1434 | 3.6% |
| 0.7 | 1253 | 3.1% |
| 0.3 | 1147 | 2.8% |
| 0.8 | 1016 | 2.5% |
| 0.9 | 812 | 2.0% |
| 1 | 665 | 1.6% |
| 0.2 | 613 | 1.5% |
| 1.1 | 519 | 1.3% |
| Other values (246) | 3763 | 9.3% |
| (Missing) | 26088 |
| Value | Count | Frequency (%) |
| 0.1 | 142 | 0.4% |
| 0.15 | 1 | < 0.1% |
| 0.2 | 613 | 1.5% |
| 0.25 | 2 | < 0.1% |
| 0.3 | 1147 | |
| 0.35 | 2 | < 0.1% |
| 0.4 | 1487 | |
| 0.45 | 3 | < 0.1% |
| 0.5 | 1539 | |
| 0.55 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.2 | 1 | |
| 45.9 | 1 | |
| 44.9 | 1 | |
| 44.1 | 1 | |
| 43.5 | 1 | |
| 43.2 | 1 | |
| 40.6 | 1 | |
| 40.3 | 2 | |
| 40.1 | 2 | |
| 38.7 | 1 |
| Distinct | 1093 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 33283 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.84627109 |
| Minimum | 0.01 |
|---|---|
| Maximum | 349.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.08 |
| Q3 | 0.84 |
| 95-th percentile | 22.644 |
| Maximum | 349.05 |
| Range | 349.04 |
| Interquartile range (IQR) | 0.81 |
Descriptive statistics
| Standard deviation | 14.11725374 |
|---|---|
| Coefficient of variation (CV) | 3.670374087 |
| Kurtosis | 115.1912023 |
| Mean | 3.84627109 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 8.594489878 |
| Sum | 27127.75 |
| Variance | 199.2968533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1342 | 3.3% |
| 0.03 | 894 | 2.2% |
| 0.04 | 334 | 0.8% |
| 0.02 | 332 | 0.8% |
| 0.05 | 215 | 0.5% |
| 0.06 | 188 | 0.5% |
| 0.07 | 160 | 0.4% |
| 0.08 | 126 | 0.3% |
| 0.09 | 111 | 0.3% |
| 0.1 | 92 | 0.2% |
| Other values (1083) | 3259 | 8.1% |
| (Missing) | 33283 |
| Value | Count | Frequency (%) |
| 0.01 | 1342 | |
| 0.02 | 332 | 0.8% |
| 0.03 | 894 | |
| 0.04 | 334 | 0.8% |
| 0.05 | 215 | 0.5% |
| 0.06 | 188 | 0.5% |
| 0.07 | 160 | 0.4% |
| 0.08 | 126 | 0.3% |
| 0.09 | 111 | 0.3% |
| 0.1 | 92 | 0.2% |
| Value | Count | Frequency (%) |
| 349.05 | 1 | < 0.1% |
| 219.62 | 1 | < 0.1% |
| 200 | 5 | |
| 180.08 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 164.53 | 1 | < 0.1% |
| 155.65 | 1 | < 0.1% |
| 153.34 | 1 | < 0.1% |
| 151.83 | 1 | < 0.1% |
| 149.34 | 1 | < 0.1% |
| Distinct | 557 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 2317 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.36369499 |
| Minimum | 5.5 |
|---|---|
| Maximum | 66.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 25.9 |
| median | 29.9 |
| Q3 | 34.6 |
| 95-th percentile | 41 |
| Maximum | 66.2 |
| Range | 60.7 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 6.173743692 |
|---|---|
| Coefficient of variation (CV) | 0.2033264954 |
| Kurtosis | -0.01572534302 |
| Mean | 30.36369499 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.2924417642 |
| Sum | 1154397.32 |
| Variance | 38.11511117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 380 | 0.9% |
| 27 | 330 | 0.8% |
| 28 | 306 | 0.8% |
| 29 | 302 | 0.7% |
| 24 | 294 | 0.7% |
| 23 | 292 | 0.7% |
| 25 | 291 | 0.7% |
| 30 | 291 | 0.7% |
| 27.8 | 255 | 0.6% |
| 27.5 | 253 | 0.6% |
| Other values (547) | 35025 | |
| (Missing) | 2317 | 5.7% |
| Value | Count | Frequency (%) |
| 5.5 | 1 | |
| 7 | 1 | |
| 8.8 | 1 | |
| 9.1 | 1 | |
| 9.3 | 1 | |
| 9.4 | 1 | |
| 9.6 | 1 | |
| 9.7 | 1 | |
| 10.3 | 1 | |
| 10.7 | 1 |
| Value | Count | Frequency (%) |
| 66.2 | 1 | |
| 65 | 1 | |
| 63.4 | 1 | |
| 63.2 | 1 | |
| 61.7 | 1 | |
| 60.3 | 2 | |
| 58.8 | 1 | |
| 57.7 | 1 | |
| 56.1 | 2 | |
| 55.6 | 1 |
| Distinct | 253 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 2448 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.20173775 |
| Minimum | 2.2 |
|---|---|
| Maximum | 26.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8.7 |
| median | 10.1 |
| Q3 | 11.6 |
| 95-th percentile | 13.8 |
| Maximum | 26.6 |
| Range | 24.4 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 2.090467689 |
|---|---|
| Coefficient of variation (CV) | 0.204912902 |
| Kurtosis | 0.3168065853 |
| Mean | 10.20173775 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.3436034238 |
| Sum | 386523.44 |
| Variance | 4.370055158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.4 | 744 | 1.8% |
| 9.2 | 738 | 1.8% |
| 9.5 | 724 | 1.8% |
| 9.9 | 719 | 1.8% |
| 9.8 | 715 | 1.8% |
| 9.7 | 705 | 1.7% |
| 9 | 705 | 1.7% |
| 10 | 702 | 1.7% |
| 10.5 | 694 | 1.7% |
| 9.1 | 693 | 1.7% |
| Other values (243) | 30749 | |
| (Missing) | 2448 | 6.1% |
| Value | Count | Frequency (%) |
| 2.2 | 1 | |
| 2.3 | 1 | |
| 2.6 | 1 | |
| 2.8 | 1 | |
| 2.9 | 1 | |
| 3 | 1 | |
| 3.1 | 1 | |
| 3.2 | 2 | |
| 3.6 | 2 | |
| 3.7 | 2 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 24.8 | 2 | |
| 23.8 | 1 | |
| 23.4 | 1 | |
| 21.6 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 20.6 | 1 | |
| 20.3 | 2 | |
| 19.6 | 1 |
| Distinct | 810 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 20098 |
| Missing (%) | 49.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.75607817 |
| Minimum | 12.5 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 12.5 |
|---|---|
| 5-th percentile | 22.4 |
| Q1 | 26.2 |
| median | 29.4 |
| Q3 | 34.2 |
| 95-th percentile | 52.8 |
| Maximum | 250 |
| Range | 237.5 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 14.87619104 |
|---|---|
| Coefficient of variation (CV) | 0.4541505536 |
| Kurtosis | 67.33897588 |
| Mean | 32.75607817 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 6.568202019 |
| Sum | 662917.51 |
| Variance | 221.3010597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.7 | 188 | 0.5% |
| 28.1 | 178 | 0.4% |
| 27.6 | 172 | 0.4% |
| 28.5 | 171 | 0.4% |
| 28.7 | 170 | 0.4% |
| 26.7 | 170 | 0.4% |
| 28.6 | 169 | 0.4% |
| 27.5 | 168 | 0.4% |
| 27.3 | 165 | 0.4% |
| 26.2 | 163 | 0.4% |
| Other values (800) | 18524 | |
| (Missing) | 20098 |
| Value | Count | Frequency (%) |
| 12.5 | 1 | < 0.1% |
| 16.6 | 1 | < 0.1% |
| 17.1 | 3 | |
| 17.2 | 1 | < 0.1% |
| 17.3 | 1 | < 0.1% |
| 17.4 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 17.9 | 2 | |
| 18.1 | 3 | |
| 18.2 | 3 |
| Value | Count | Frequency (%) |
| 250 | 3 | < 0.1% |
| 249.9 | 4 | < 0.1% |
| 249 | 12 | |
| 237.5 | 1 | < 0.1% |
| 216.5 | 1 | < 0.1% |
| 212.3 | 1 | < 0.1% |
| 204.9 | 1 | < 0.1% |
| 200.8 | 1 | < 0.1% |
| 196.8 | 1 | < 0.1% |
| 195.5 | 1 | < 0.1% |
| Distinct | 528 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 2625 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.886976479 |
| Minimum | 0.1 |
|---|---|
| Maximum | 296.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.1 |
| Q1 | 6.8 |
| median | 9.1 |
| Q3 | 11.9 |
| 95-th percentile | 17.8 |
| Maximum | 296.1 |
| Range | 296 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 5.817755317 |
|---|---|
| Coefficient of variation (CV) | 0.588426131 |
| Kurtosis | 309.7728826 |
| Mean | 9.886976479 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 10.62723671 |
| Sum | 372847.77 |
| Variance | 33.84627693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.2 | 466 | 1.2% |
| 7.4 | 451 | 1.1% |
| 8 | 443 | 1.1% |
| 7.6 | 438 | 1.1% |
| 8.5 | 431 | 1.1% |
| 7.8 | 429 | 1.1% |
| 8.8 | 426 | 1.1% |
| 8.2 | 424 | 1.1% |
| 9.4 | 422 | 1.0% |
| 8.4 | 419 | 1.0% |
| Other values (518) | 33362 | |
| (Missing) | 2625 | 6.5% |
| Value | Count | Frequency (%) |
| 0.1 | 26 | |
| 0.2 | 14 | |
| 0.3 | 9 | < 0.1% |
| 0.4 | 11 | |
| 0.5 | 4 | < 0.1% |
| 0.6 | 8 | < 0.1% |
| 0.7 | 9 | < 0.1% |
| 0.8 | 3 | < 0.1% |
| 0.9 | 8 | < 0.1% |
| 1 | 13 |
| Value | Count | Frequency (%) |
| 296.1 | 1 | |
| 201.6 | 1 | |
| 180.4 | 1 | |
| 168.6 | 1 | |
| 152.9 | 1 | |
| 150.6 | 1 | |
| 144.9 | 1 | |
| 142.2 | 1 | |
| 140.4 | 1 | |
| 137.7 | 1 |
| Distinct | 708 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 35821 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 283.0618162 |
| Minimum | 34 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 104 |
| Q1 | 176 |
| median | 238 |
| Q3 | 349 |
| 95-th percentile | 627.3 |
| Maximum | 1383 |
| Range | 1349 |
| Interquartile range (IQR) | 173 |
Descriptive statistics
| Standard deviation | 160.5263466 |
|---|---|
| Coefficient of variation (CV) | 0.5671070325 |
| Kurtosis | 2.999120798 |
| Mean | 283.0618162 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 1.532196777 |
| Sum | 1278024.1 |
| Variance | 25768.70794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 41 | 0.1% |
| 214 | 31 | 0.1% |
| 151 | 31 | 0.1% |
| 202 | 29 | 0.1% |
| 185 | 27 | 0.1% |
| 219 | 26 | 0.1% |
| 200 | 25 | 0.1% |
| 215 | 24 | 0.1% |
| 213 | 24 | 0.1% |
| 203 | 24 | 0.1% |
| Other values (698) | 4233 | 10.5% |
| (Missing) | 35821 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 35 | 9 | |
| 41 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 46 | 3 | < 0.1% |
| 48 | 2 | < 0.1% |
| 50 | 2 | < 0.1% |
| 51 | 2 | < 0.1% |
| 52 | 5 | |
| 52.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1383 | 1 | < 0.1% |
| 1246 | 1 | < 0.1% |
| 1161 | 1 | < 0.1% |
| 1030 | 1 | < 0.1% |
| 1000 | 6 | |
| 976 | 1 | < 0.1% |
| 960 | 1 | < 0.1% |
| 956 | 1 | < 0.1% |
| 954 | 1 | < 0.1% |
| 946 | 1 | < 0.1% |
| Distinct | 772 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 2577 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.2062555 |
| Minimum | 1 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 129 |
| median | 179 |
| Q3 | 239 |
| 95-th percentile | 363 |
| Maximum | 2322 |
| Range | 2321 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 98.16312389 |
|---|---|
| Coefficient of variation (CV) | 0.5080742529 |
| Kurtosis | 13.21220267 |
| Mean | 193.2062555 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 1.92145052 |
| Sum | 7295275 |
| Variance | 9635.998892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 213 | 0.5% |
| 166 | 209 | 0.5% |
| 158 | 209 | 0.5% |
| 159 | 208 | 0.5% |
| 162 | 207 | 0.5% |
| 170 | 206 | 0.5% |
| 168 | 203 | 0.5% |
| 160 | 203 | 0.5% |
| 182 | 203 | 0.5% |
| 141 | 202 | 0.5% |
| Other values (762) | 35696 | |
| (Missing) | 2577 | 6.4% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 4 | |
| 3 | 2 | < 0.1% |
| 4 | 7 | |
| 5 | 7 | |
| 6 | 3 | |
| 7 | 7 | |
| 8 | 4 | |
| 9 | 5 | |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1592 | 1 | |
| 1421 | 1 | |
| 1343 | 1 | |
| 1262 | 1 | |
| 1142 | 1 | |
| 1024 | 1 | |
| 1007 | 1 | |
| 992 | 1 | |
| 984 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5987 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.64342324 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 51 |
| median | 63.11 |
| Q3 | 74 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.48294561 |
|---|---|
| Coefficient of variation (CV) | 0.2673917954 |
| Kurtosis | -0.2334728394 |
| Mean | 61.64342324 |
| Median Absolute Deviation (MAD) | 11.27 |
| Skewness | -0.4250999292 |
| Sum | 2486449.12 |
| Variance | 271.6874961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 581 | 1.4% |
| 68 | 545 | 1.4% |
| 66 | 521 | 1.3% |
| 65 | 512 | 1.3% |
| 61 | 502 | 1.2% |
| 69 | 498 | 1.2% |
| 71 | 490 | 1.2% |
| 62 | 480 | 1.2% |
| 70 | 478 | 1.2% |
| 63 | 473 | 1.2% |
| Other values (5977) | 35256 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 17 | 13 | |
| 18 | 32 | |
| 18.11 | 3 | < 0.1% |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | < 0.1% |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 392 | |
| 89 | 112 | 0.3% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | < 0.1% |
| 88.96 | 1 | < 0.1% |
| 88.95 | 4 | < 0.1% |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
| 88.92 | 5 | < 0.1% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| 1 | 12267 | 24.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| 1 | 12452 | 25.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
| Distinct | 12156 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -51.84894508 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 23.99 |
| Zeros | 1313 |
| Zeros (%) | 3.3% |
| Negative | 38767 |
| Negative (%) | 96.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -240.942 |
| Q1 | -43.685 |
| median | -6.05 |
| Q3 | -0.04 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 5390.85 |
| Interquartile range (IQR) | 43.645 |
Descriptive statistics
| Standard deviation | 139.766452 |
|---|---|
| Coefficient of variation (CV) | -2.695646975 |
| Kurtosis | 175.3735088 |
| Mean | -51.84894508 |
| Median Absolute Deviation (MAD) | 6.03 |
| Skewness | -9.578944604 |
| Sum | -2091327.2 |
| Variance | 19534.6611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3999 | 9.9% |
| -0.03 | 2487 | 6.2% |
| 0 | 1313 | 3.3% |
| -0.01 | 1293 | 3.2% |
| -0.04 | 794 | 2.0% |
| -0.05 | 436 | 1.1% |
| -0.06 | 241 | 0.6% |
| -0.07 | 176 | 0.4% |
| -0.09 | 108 | 0.3% |
| -0.08 | 99 | 0.2% |
| Other values (12146) | 29389 |
| Value | Count | Frequency (%) |
| -5366.86 | 1 | |
| -3710.66 | 1 | |
| -3397.64 | 1 | |
| -3342.34 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3189.39 | 1 | |
| -3141.55 | 1 | |
| -3112.12 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.528113844 |
| Minimum | 1 |
|---|---|
| Maximum | 304 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 304 |
| Range | 303 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.806393199 |
|---|---|
| Coefficient of variation (CV) | 1.836507935 |
| Kurtosis | 7866.580249 |
| Mean | 1.528113844 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.93149665 |
| Sum | 61638 |
| Variance | 7.875842789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 31543 | |
| 2 | 4129 | 10.2% |
| 3 | 1897 | 4.7% |
| 4 | 1149 | 2.8% |
| 5 | 653 | 1.6% |
| 6 | 423 | 1.0% |
| 7 | 233 | 0.6% |
| 8 | 123 | 0.3% |
| 9 | 67 | 0.2% |
| 10 | 32 | 0.1% |
| Other values (21) | 87 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 31543 | |
| 2 | 4129 | 10.2% |
| 3 | 1897 | 4.7% |
| 4 | 1149 | 2.8% |
| 5 | 653 | 1.6% |
| 6 | 423 | 1.0% |
| 7 | 233 | 0.6% |
| 8 | 123 | 0.3% |
| 9 | 67 | 0.2% |
| 10 | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 304 | 1 | < 0.1% |
| 282 | 1 | < 0.1% |
| 269 | 1 | < 0.1% |
| 30 | 4 | |
| 28 | 1 | < 0.1% |
| 27 | 2 | |
| 26 | 3 | |
| 25 | 2 | |
| 24 | 1 | < 0.1% |
| 23 | 4 |
SepsisLabel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0 | |
|---|---|
| 1 | 426 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39910 | |
| 1 | 426 | 1.1% |
Sepsis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0 | |
|---|---|
| 1 | 2932 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Hours
Real number (ℝ≥0)
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.48200119 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 24 |
| median | 38 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 22.79592332 |
|---|---|
| Coefficient of variation (CV) | 0.5923788425 |
| Kurtosis | 42.42147962 |
| Mean | 38.48200119 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.840449261 |
| Sum | 1552210 |
| Variance | 519.6541201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1364 | 3.4% |
| 39 | 1362 | 3.4% |
| 38 | 1323 | 3.3% |
| 40 | 1285 | 3.2% |
| 41 | 1271 | 3.2% |
| 37 | 1223 | 3.0% |
| 43 | 1210 | 3.0% |
| 42 | 1193 | 3.0% |
| 44 | 1143 | 2.8% |
| 45 | 1089 | 2.7% |
| Other values (263) | 27873 |
| Value | Count | Frequency (%) |
| 8 | 328 | |
| 9 | 236 | 0.6% |
| 10 | 221 | 0.5% |
| 11 | 234 | 0.6% |
| 12 | 285 | 0.7% |
| 13 | 350 | |
| 14 | 412 | |
| 15 | 536 | |
| 16 | 601 | |
| 17 | 721 |
| Value | Count | Frequency (%) |
| 336 | 10 | |
| 335 | 3 | < 0.1% |
| 334 | 2 | < 0.1% |
| 333 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 76.0 | 85.0 | 36.11 | 78.0 | 44.00 | NaN | 17.0 | NaN | 18.0 | 45.0 | 0.25 | 7.31 | 86.0 | 78.0 | 16.0 | 14.0 | 98.0 | 9.3 | 85.0 | 0.7 | NaN | 133.0 | NaN | 2.0 | 3.3 | 3.8 | 0.3 | NaN | 36.2 | 12.2 | NaN | 5.7 | NaN | 317.0 | 83.14 | 0 | NaN | NaN | -0.03 | 1 | 0 | 0 | 54 |
| 1 | 2 | 54.0 | 94.0 | 36.00 | 114.0 | 50.50 | 36.0 | 9.0 | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | 100.0 | NaN | 7.9 | 113.0 | 2.5 | NaN | 78.0 | NaN | 2.5 | 4.4 | 5.1 | NaN | NaN | 27.8 | 9.7 | NaN | 11.0 | NaN | 158.0 | 75.91 | 0 | 0.0 | 1.0 | -98.60 | 1 | 0 | 0 | 23 |
| 2 | 3 | 68.0 | 91.0 | 36.89 | 122.0 | 62.67 | 44.0 | 17.0 | NaN | 5.0 | 29.0 | 0.50 | 7.49 | 38.0 | NaN | NaN | 25.0 | NaN | 10.9 | 98.0 | 0.8 | NaN | 51.0 | NaN | 2.4 | 2.3 | 3.4 | NaN | NaN | 26.2 | 8.8 | 29.5 | 8.3 | NaN | 465.0 | 45.82 | 0 | 1.0 | 0.0 | -1195.71 | 1 | 0 | 0 | 48 |
| 3 | 4 | 93.0 | 95.5 | 36.06 | 90.0 | 34.00 | 44.0 | 14.0 | NaN | 0.0 | 22.0 | NaN | 7.36 | 41.0 | 97.5 | NaN | 14.0 | NaN | 8.2 | 105.0 | 0.8 | NaN | 69.0 | NaN | 1.7 | 3.8 | 4.0 | NaN | NaN | 24.0 | 8.3 | 21.3 | 7.6 | NaN | 144.0 | 65.71 | 0 | 0.0 | 1.0 | -8.77 | 1 | 0 | 0 | 29 |
| 4 | 5 | 61.0 | 96.0 | 36.22 | 114.0 | 73.00 | NaN | 14.0 | NaN | NaN | 24.0 | NaN | NaN | NaN | NaN | 16.0 | 6.0 | 62.0 | 7.8 | 105.0 | 0.6 | NaN | 103.0 | NaN | 1.9 | 2.8 | 3.1 | 0.5 | NaN | 39.7 | 14.2 | 29.0 | 4.7 | NaN | 273.0 | 28.09 | 1 | 1.0 | 0.0 | -0.05 | 2 | 0 | 0 | 48 |
| 5 | 6 | 87.0 | 95.0 | 36.33 | 101.0 | 73.00 | NaN | 18.5 | NaN | 0.0 | 29.0 | 0.40 | 7.34 | 47.0 | NaN | NaN | 9.0 | NaN | NaN | 111.0 | 0.7 | NaN | 68.0 | 1.4 | NaN | NaN | 3.8 | NaN | NaN | 36.9 | 12.2 | NaN | 12.0 | NaN | 298.0 | 52.01 | 1 | 1.0 | 0.0 | -0.03 | 3 | 0 | 0 | 17 |
| 6 | 7 | 103.0 | 93.0 | 37.28 | 91.0 | 59.00 | 45.0 | 12.0 | NaN | -12.0 | 13.0 | 0.40 | 7.22 | 23.0 | NaN | 452.0 | 52.0 | 88.0 | 5.9 | 111.0 | 3.5 | NaN | 71.0 | 2.2 | 1.6 | 0.9 | 2.8 | 1.4 | NaN | 36.7 | 14.5 | 25.4 | 7.2 | NaN | 26.0 | 64.24 | 1 | 1.0 | 0.0 | -0.05 | 1 | 0 | 0 | 45 |
| 7 | 8 | 65.0 | 79.0 | 35.67 | 89.0 | 57.00 | 40.0 | 12.0 | NaN | -11.0 | 15.0 | NaN | 7.27 | 22.0 | NaN | NaN | 27.0 | NaN | 7.4 | 105.0 | 1.1 | NaN | 84.0 | 0.8 | 1.8 | 2.7 | 3.2 | NaN | NaN | 25.0 | 8.6 | NaN | 9.0 | NaN | 205.0 | 87.08 | 1 | NaN | NaN | -2.23 | 1 | 0 | 0 | 40 |
| 8 | 9 | 85.0 | 89.5 | 35.33 | 78.0 | 56.00 | 44.0 | 13.0 | NaN | -7.0 | 23.0 | 0.35 | 7.13 | 32.0 | 74.0 | NaN | 11.0 | NaN | 7.4 | 103.0 | 0.7 | NaN | 87.0 | 0.8 | 1.1 | 1.7 | 3.0 | NaN | NaN | 21.8 | 7.3 | 24.2 | 3.9 | 124.0 | 64.0 | 27.92 | 1 | NaN | NaN | -0.03 | 1 | 0 | 1 | 258 |
| 9 | 10 | 63.0 | 90.0 | 35.50 | 97.0 | 63.00 | 47.0 | 10.0 | NaN | -3.0 | 23.0 | 0.40 | 7.32 | 37.0 | 96.0 | NaN | 17.0 | NaN | NaN | 105.0 | 0.9 | NaN | 92.0 | 1.1 | 2.1 | NaN | 3.7 | NaN | NaN | 27.9 | 9.5 | 29.9 | 8.7 | NaN | 107.0 | 76.71 | 0 | 0.0 | 1.0 | -2.36 | 3 | 0 | 0 | 23 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40326 | 119991 | 62.0 | 92.0 | 35.1 | 111.0 | 72.0 | 44.0 | 10.0 | 31.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14.0 | NaN | 7.50 | NaN | 0.79 | NaN | 90.0 | NaN | 1.6 | NaN | 4.1 | NaN | NaN | 26.3 | 8.4 | NaN | 6.4 | NaN | 96.0 | 81.0 | 0 | 0.0 | 1.0 | -66.13 | 1 | 0 | 0 | 25 |
| 40327 | 119992 | 84.0 | 86.5 | 35.9 | 116.0 | 75.0 | 56.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | 9.20 | NaN | 9.93 | NaN | 97.0 | NaN | 1.8 | 6.6 | 4.5 | NaN | 0.41 | 30.2 | 9.5 | NaN | 2.8 | NaN | 198.0 | 45.0 | 1 | 1.0 | 0.0 | -4.55 | 1 | 0 | 0 | 41 |
| 40328 | 119993 | 78.0 | 92.0 | 36.0 | 121.0 | 81.0 | 56.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | NaN | 8.30 | NaN | 1.01 | NaN | 132.0 | NaN | 2.0 | 2.6 | 4.1 | NaN | 0.01 | 42.0 | 14.9 | NaN | 12.3 | NaN | 175.0 | 65.0 | 1 | NaN | NaN | -3.53 | 1 | 0 | 0 | 21 |
| 40329 | 119994 | 68.0 | 93.0 | 35.4 | 95.0 | 68.0 | 48.0 | 12.0 | 26.0 | NaN | NaN | 0.4 | 7.25 | 28.0 | 97.2 | NaN | 11.0 | NaN | 1.02 | NaN | 1.03 | NaN | 104.0 | 2.25 | 1.9 | 3.6 | 3.6 | NaN | NaN | 30.3 | 10.2 | NaN | 7.2 | NaN | 62.0 | 71.0 | 1 | 0.0 | 1.0 | -29.57 | 1 | 0 | 0 | 42 |
| 40330 | 119995 | 54.0 | 92.0 | 35.4 | 128.0 | 88.0 | 66.0 | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | 8.80 | NaN | 0.81 | NaN | 86.0 | NaN | 2.0 | 3.0 | 3.5 | NaN | NaN | 39.2 | 13.1 | NaN | 7.0 | 289.0 | 154.0 | 76.0 | 1 | 0.0 | 1.0 | -14.90 | 1 | 0 | 0 | 42 |
| 40331 | 119996 | 69.0 | 95.0 | 35.7 | 81.0 | 60.0 | 43.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 849.0 | 4.0 | 259.0 | 8.70 | NaN | 0.41 | NaN | 135.0 | NaN | 1.6 | NaN | 3.3 | 3.3 | 0.01 | 42.7 | 13.8 | NaN | 12.6 | NaN | 238.0 | 84.0 | 0 | NaN | NaN | -6.69 | 1 | 0 | 0 | 48 |
| 40332 | 119997 | 44.0 | 89.0 | 36.3 | 97.0 | 63.0 | 47.0 | 14.0 | 45.0 | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | 5.0 | 116.0 | 9.80 | NaN | 0.69 | 0.1 | 101.5 | NaN | 3.1 | 3.1 | 3.1 | 0.7 | 1.09 | 44.0 | 15.0 | 38.2 | 10.0 | NaN | 177.0 | 30.0 | 1 | NaN | NaN | -0.02 | 1 | 0 | 0 | 25 |
| 40333 | 119998 | 57.0 | 88.0 | 36.0 | 119.0 | 79.0 | 55.0 | 17.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 49.0 | 68.0 | 7.80 | NaN | 6.60 | NaN | 83.0 | NaN | 1.9 | 4.1 | 4.2 | 0.2 | NaN | 26.1 | 8.0 | NaN | 10.7 | NaN | 179.0 | 60.0 | 0 | 1.0 | 0.0 | -53.64 | 1 | 0 | 0 | 49 |
| 40334 | 119999 | 87.0 | 83.0 | 37.2 | 128.0 | 90.0 | 66.0 | 17.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.0 | 28.0 | 49.0 | 8.40 | NaN | 0.98 | NaN | 108.0 | NaN | NaN | NaN | 3.4 | 0.9 | NaN | 19.1 | 6.5 | NaN | 10.0 | NaN | 255.0 | 84.0 | 0 | 1.0 | 0.0 | -10.74 | 1 | 0 | 0 | 20 |
| 40335 | 120000 | 72.0 | 96.0 | 36.4 | 110.0 | 78.0 | 58.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 18.0 | 9.0 | 75.0 | 8.90 | NaN | 0.53 | 0.1 | 123.0 | NaN | 2.2 | 4.0 | 3.3 | 0.9 | NaN | 37.1 | 11.6 | 29.1 | 5.4 | NaN | 216.0 | 62.0 | 0 | NaN | NaN | 0.00 | 1 | 0 | 0 | 35 |